Biomolecular simulation: a computational microscope for molecular biology

RO Dror, RM Dirks, JP Grossman, H Xu… - Annual review of …, 2012 - annualreviews.org
Molecular dynamics simulations capture the behavior of biological macromolecules in full
atomic detail, but their computational demands, combined with the challenge of …

Everything you wanted to know about Markov State Models but were afraid to ask

VS Pande, K Beauchamp, GR Bowman - Methods, 2010 - Elsevier
Simulating protein folding has been a challenging problem for decades due to the long
timescales involved (compared with what is possible to simulate) and the challenges of …

Improvements in Markov state model construction reveal many non-native interactions in the folding of NTL9

CR Schwantes, VS Pande - Journal of chemical theory and …, 2013 - ACS Publications
Markov State Models (MSMs) provide an automated framework to investigate the dynamical
properties of high-dimensional molecular simulations. These models can provide a human …

[HTML][HTML] How robust are protein folding simulations with respect to force field parameterization?

S Piana, K Lindorff-Larsen, DE Shaw - Biophysical journal, 2011 - cell.com
Molecular dynamics simulations hold the promise of providing an atomic-level description of
protein folding that cannot easily be obtained from experiments. Here, we examine the …

Constructing the equilibrium ensemble of folding pathways from short off-equilibrium simulations

F Noé, C Schütte, E Vanden-Eijnden… - Proceedings of the …, 2009 - National Acad Sciences
Characterizing the equilibrium ensemble of folding pathways, including their relative
probability, is one of the major challenges in protein folding theory today. Although this …

ACEMD: accelerating biomolecular dynamics in the microsecond time scale

MJ Harvey, G Giupponi, GD Fabritiis - Journal of chemical theory …, 2009 - ACS Publications
The high arithmetic performance and intrinsic parallelism of recent graphical processing
units (GPUs) can offer a technological edge for molecular dynamics simulations. ACEMD is …

Long-timescale molecular dynamics simulations of protein structure and function

JL Klepeis, K Lindorff-Larsen, RO Dror… - Current opinion in …, 2009 - Elsevier
Molecular dynamics simulations allow for atomic-level characterization of biomolecular
processes such as the conformational transitions associated with protein function. The …

To milliseconds and beyond: challenges in the simulation of protein folding

TJ Lane, D Shukla, KA Beauchamp… - Current opinion in …, 2013 - Elsevier
Quantitatively accurate all-atom molecular dynamics (MD) simulations of protein folding
have long been considered a holy grail of computational biology. Due to the large system …

Millisecond-scale molecular dynamics simulations on Anton

DE Shaw, RO Dror, JK Salmon, JP Grossman… - Proceedings of the …, 2009 - dl.acm.org
Anton is a recently completed special-purpose supercomputer designed for molecular
dynamics (MD) simulations of biomolecular systems. The machine's specialized hardware …

Rapid, accurate, precise and reproducible ligand–protein binding free energy prediction

S Wan, AP Bhati, SJ Zasada… - Interface …, 2020 - royalsocietypublishing.org
A central quantity of interest in molecular biology and medicine is the free energy of binding
of a molecule to a target biomacromolecule. Until recently, the accurate prediction of binding …